Variance comparisons for unbiased estimators of probability of correct classification (Corresp.)

Authors:
D. Moore;S. Whitsitt;D. Landgrebe
Affiliations:
-;-;-
Venue:
IEEE Transactions on Information Theory
Year:
2006

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Abstract

Variance relationships among certain count estimators and posterior probability estimators of probability of correct classification are investigated. An estimator using posterior probabilities is presented for use in stratified sampling designs. A test case involving three normal classes is examined.